Turning boxes into supportive circles: Enhancing online group work teaching during the COVID-19 pandemic
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This paper reflects the collective experiences of fourteen internationally based social group work educators who met weekly and virtually for seven months during the transition to online teaching necessitated by the coronavirus pandemic. The meetings functioned as a mutual aid support group sponsored by the International Association of Social Work with Groups (IASWG). The paper discusses the group's perceptions of the essential components of effective online group work education. It begins with a review of the history of online social work education. It then outlines the key components instrumental in the planning and developing of engaged online group work classes. Topics include pre-course preparation, norm setting, and building community in the online classroom. Considerations related to the video conferencing platforms, course formats, activities, managing online fatigue, screen sharing, handling chat features, cameras, and break out rooms are interspersed throughout. The paper concludes with a discussion of the use of mutual aid groups as online teaching tools and highlights the online group work teaching experiences of two members in New Zealand and Namibia. Despite initial hesitancy to teach group work virtually, the authors recognize that this can be done effectively but requires additional planning and, ideally, peer and institutional support.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.013 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it